/*
-----------------------------------------------------------------------
Copyright: 2010-2018, imec Vision Lab, University of Antwerp
2014-2018, CWI, Amsterdam
Contact: astra@astra-toolbox.com
Website: http://www.astra-toolbox.com/
This file is part of the ASTRA Toolbox.
The ASTRA Toolbox is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
The ASTRA Toolbox is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with the ASTRA Toolbox. If not, see .
-----------------------------------------------------------------------
*/
#include "astra/cuda/3d/cgls3d.h"
#include "astra/cuda/3d/sirt3d.h"
#include "astra/cuda/3d/util3d.h"
#include "astra/cuda/3d/cone_fp.h"
#include "astra/cuda/3d/cone_bp.h"
#include "astra/cuda/3d/par3d_fp.h"
#include "astra/cuda/3d/par3d_bp.h"
#include "astra/cuda/3d/fdk.h"
#include "astra/cuda/3d/arith3d.h"
#include "astra/cuda/3d/astra3d.h"
#include "astra/cuda/3d/mem3d.h"
#include "astra/ParallelProjectionGeometry3D.h"
#include "astra/ParallelVecProjectionGeometry3D.h"
#include "astra/ConeProjectionGeometry3D.h"
#include "astra/ConeVecProjectionGeometry3D.h"
#include "astra/VolumeGeometry3D.h"
#include "astra/Float32ProjectionData3DGPU.h"
#include "astra/Logging.h"
#include
#include
#include
using namespace astraCUDA3d;
namespace astra {
enum CUDAProjectionType3d {
PROJ_PARALLEL,
PROJ_CONE
};
// adjust pProjs to normalize volume geometry
template
static bool convertAstraGeometry_internal(const CVolumeGeometry3D* pVolGeom,
unsigned int iProjectionAngleCount,
ProjectionT*& pProjs,
SProjectorParams3D& params)
{
assert(pVolGeom);
assert(pProjs);
#if 0
// TODO: Relative instead of absolute
const float EPS = 0.00001f;
if (abs(pVolGeom->getPixelLengthX() - pVolGeom->getPixelLengthY()) > EPS)
return false;
if (abs(pVolGeom->getPixelLengthX() - pVolGeom->getPixelLengthZ()) > EPS)
return false;
#endif
// Translate
float dx = -(pVolGeom->getWindowMinX() + pVolGeom->getWindowMaxX()) / 2;
float dy = -(pVolGeom->getWindowMinY() + pVolGeom->getWindowMaxY()) / 2;
float dz = -(pVolGeom->getWindowMinZ() + pVolGeom->getWindowMaxZ()) / 2;
float fx = 1.0f / pVolGeom->getPixelLengthX();
float fy = 1.0f / pVolGeom->getPixelLengthY();
float fz = 1.0f / pVolGeom->getPixelLengthZ();
for (int i = 0; i < iProjectionAngleCount; ++i) {
// CHECKME: Order of scaling and translation
pProjs[i].translate(dx, dy, dz);
pProjs[i].scale(fx, fy, fz);
}
params.fVolScaleX = pVolGeom->getPixelLengthX();
params.fVolScaleY = pVolGeom->getPixelLengthY();
params.fVolScaleZ = pVolGeom->getPixelLengthZ();
// CHECKME: Check factor
//params.fOutputScale *= pVolGeom->getPixelLengthX();
return true;
}
bool convertAstraGeometry_dims(const CVolumeGeometry3D* pVolGeom,
const CProjectionGeometry3D* pProjGeom,
SDimensions3D& dims)
{
dims.iVolX = pVolGeom->getGridColCount();
dims.iVolY = pVolGeom->getGridRowCount();
dims.iVolZ = pVolGeom->getGridSliceCount();
dims.iProjAngles = pProjGeom->getProjectionCount();
dims.iProjU = pProjGeom->getDetectorColCount();
dims.iProjV = pProjGeom->getDetectorRowCount();
if (dims.iVolX <= 0 || dims.iVolX <= 0 || dims.iVolX <= 0)
return false;
if (dims.iProjAngles <= 0 || dims.iProjU <= 0 || dims.iProjV <= 0)
return false;
return true;
}
bool convertAstraGeometry(const CVolumeGeometry3D* pVolGeom,
const CParallelProjectionGeometry3D* pProjGeom,
SPar3DProjection*& pProjs, SProjectorParams3D& params)
{
assert(pVolGeom);
assert(pProjGeom);
assert(pProjGeom->getProjectionAngles());
int nth = pProjGeom->getProjectionCount();
pProjs = genPar3DProjections(nth,
pProjGeom->getDetectorColCount(),
pProjGeom->getDetectorRowCount(),
pProjGeom->getDetectorSpacingX(),
pProjGeom->getDetectorSpacingY(),
pProjGeom->getProjectionAngles());
bool ok;
ok = convertAstraGeometry_internal(pVolGeom, nth, pProjs, params);
return ok;
}
bool convertAstraGeometry(const CVolumeGeometry3D* pVolGeom,
const CParallelVecProjectionGeometry3D* pProjGeom,
SPar3DProjection*& pProjs, SProjectorParams3D& params)
{
assert(pVolGeom);
assert(pProjGeom);
assert(pProjGeom->getProjectionVectors());
int nth = pProjGeom->getProjectionCount();
pProjs = new SPar3DProjection[nth];
for (int i = 0; i < nth; ++i)
pProjs[i] = pProjGeom->getProjectionVectors()[i];
bool ok;
ok = convertAstraGeometry_internal(pVolGeom, nth, pProjs, params);
return ok;
}
bool convertAstraGeometry(const CVolumeGeometry3D* pVolGeom,
const CConeProjectionGeometry3D* pProjGeom,
SConeProjection*& pProjs, SProjectorParams3D& params)
{
assert(pVolGeom);
assert(pProjGeom);
assert(pProjGeom->getProjectionAngles());
int nth = pProjGeom->getProjectionCount();
pProjs = genConeProjections(nth,
pProjGeom->getDetectorColCount(),
pProjGeom->getDetectorRowCount(),
pProjGeom->getOriginSourceDistance(),
pProjGeom->getOriginDetectorDistance(),
pProjGeom->getDetectorSpacingX(),
pProjGeom->getDetectorSpacingY(),
pProjGeom->getProjectionAngles());
bool ok;
ok = convertAstraGeometry_internal(pVolGeom, nth, pProjs, params);
return ok;
}
bool convertAstraGeometry(const CVolumeGeometry3D* pVolGeom,
const CConeVecProjectionGeometry3D* pProjGeom,
SConeProjection*& pProjs, SProjectorParams3D& params)
{
assert(pVolGeom);
assert(pProjGeom);
assert(pProjGeom->getProjectionVectors());
int nth = pProjGeom->getProjectionCount();
pProjs = new SConeProjection[nth];
for (int i = 0; i < nth; ++i)
pProjs[i] = pProjGeom->getProjectionVectors()[i];
bool ok;
ok = convertAstraGeometry_internal(pVolGeom, nth, pProjs, params);
return ok;
}
bool convertAstraGeometry(const CVolumeGeometry3D* pVolGeom,
const CProjectionGeometry3D* pProjGeom,
SPar3DProjection*& pParProjs,
SConeProjection*& pConeProjs,
SProjectorParams3D& params)
{
const CConeProjectionGeometry3D* conegeom = dynamic_cast(pProjGeom);
const CParallelProjectionGeometry3D* par3dgeom = dynamic_cast(pProjGeom);
const CParallelVecProjectionGeometry3D* parvec3dgeom = dynamic_cast(pProjGeom);
const CConeVecProjectionGeometry3D* conevec3dgeom = dynamic_cast(pProjGeom);
pConeProjs = 0;
pParProjs = 0;
bool ok;
if (conegeom) {
ok = convertAstraGeometry(pVolGeom, conegeom, pConeProjs, params);
} else if (conevec3dgeom) {
ok = convertAstraGeometry(pVolGeom, conevec3dgeom, pConeProjs, params);
} else if (par3dgeom) {
ok = convertAstraGeometry(pVolGeom, par3dgeom, pParProjs, params);
} else if (parvec3dgeom) {
ok = convertAstraGeometry(pVolGeom, parvec3dgeom, pParProjs, params);
} else {
ok = false;
}
return ok;
}
class AstraSIRT3d_internal {
public:
SDimensions3D dims;
SProjectorParams3D params;
CUDAProjectionType3d projType;
float* angles;
float fOriginSourceDistance;
float fOriginDetectorDistance;
float fRelaxation;
SConeProjection* projs;
SPar3DProjection* parprojs;
bool initialized;
bool setStartReconstruction;
bool useVolumeMask;
bool useSinogramMask;
// Input/output
cudaPitchedPtr D_projData;
cudaPitchedPtr D_volumeData;
cudaPitchedPtr D_maskData;
cudaPitchedPtr D_smaskData;
SIRT sirt;
};
AstraSIRT3d::AstraSIRT3d()
{
pData = new AstraSIRT3d_internal();
pData->angles = 0;
pData->D_projData.ptr = 0;
pData->D_volumeData.ptr = 0;
pData->D_maskData.ptr = 0;
pData->D_smaskData.ptr = 0;
pData->dims.iVolX = 0;
pData->dims.iVolY = 0;
pData->dims.iVolZ = 0;
pData->dims.iProjAngles = 0;
pData->dims.iProjU = 0;
pData->dims.iProjV = 0;
pData->projs = 0;
pData->parprojs = 0;
pData->fRelaxation = 1.0f;
pData->initialized = false;
pData->setStartReconstruction = false;
pData->useVolumeMask = false;
pData->useSinogramMask = false;
}
AstraSIRT3d::~AstraSIRT3d()
{
delete[] pData->angles;
pData->angles = 0;
delete[] pData->projs;
pData->projs = 0;
delete[] pData->parprojs;
pData->parprojs = 0;
cudaFree(pData->D_projData.ptr);
pData->D_projData.ptr = 0;
cudaFree(pData->D_volumeData.ptr);
pData->D_volumeData.ptr = 0;
cudaFree(pData->D_maskData.ptr);
pData->D_maskData.ptr = 0;
cudaFree(pData->D_smaskData.ptr);
pData->D_smaskData.ptr = 0;
delete pData;
pData = 0;
}
bool AstraSIRT3d::setGeometry(const CVolumeGeometry3D* pVolGeom,
const CProjectionGeometry3D* pProjGeom)
{
if (pData->initialized)
return false;
bool ok = convertAstraGeometry_dims(pVolGeom, pProjGeom, pData->dims);
if (!ok)
return false;
pData->projs = 0;
pData->parprojs = 0;
ok = convertAstraGeometry(pVolGeom, pProjGeom,
pData->parprojs, pData->projs,
pData->params);
if (!ok)
return false;
if (pData->projs) {
assert(pData->parprojs == 0);
pData->projType = PROJ_CONE;
} else {
assert(pData->parprojs != 0);
pData->projType = PROJ_PARALLEL;
}
return true;
}
bool AstraSIRT3d::enableSuperSampling(unsigned int iVoxelSuperSampling,
unsigned int iDetectorSuperSampling)
{
if (pData->initialized)
return false;
if (iVoxelSuperSampling == 0 || iDetectorSuperSampling == 0)
return false;
pData->params.iRaysPerVoxelDim = iVoxelSuperSampling;
pData->params.iRaysPerDetDim = iDetectorSuperSampling;
return true;
}
void AstraSIRT3d::setRelaxation(float r)
{
if (pData->initialized)
return;
pData->fRelaxation = r;
}
bool AstraSIRT3d::enableVolumeMask()
{
if (pData->initialized)
return false;
bool ok = pData->sirt.enableVolumeMask();
pData->useVolumeMask = ok;
return ok;
}
bool AstraSIRT3d::enableSinogramMask()
{
if (pData->initialized)
return false;
bool ok = pData->sirt.enableSinogramMask();
pData->useSinogramMask = ok;
return ok;
}
bool AstraSIRT3d::setGPUIndex(int index)
{
if (index != -1) {
cudaSetDevice(index);
cudaError_t err = cudaGetLastError();
// Ignore errors caused by calling cudaSetDevice multiple times
if (err != cudaSuccess && err != cudaErrorSetOnActiveProcess)
return false;
}
return true;
}
bool AstraSIRT3d::init()
{
if (pData->initialized)
return false;
if (pData->dims.iVolX == 0 || pData->dims.iProjAngles == 0)
return false;
bool ok;
if (pData->projType == PROJ_PARALLEL) {
ok = pData->sirt.setPar3DGeometry(pData->dims, pData->parprojs, pData->params);
} else {
ok = pData->sirt.setConeGeometry(pData->dims, pData->projs, pData->params);
}
if (!ok)
return false;
ok = pData->sirt.init();
if (!ok)
return false;
pData->sirt.setRelaxation(pData->fRelaxation);
pData->D_volumeData = allocateVolumeData(pData->dims);
ok = pData->D_volumeData.ptr;
if (!ok)
return false;
pData->D_projData = allocateProjectionData(pData->dims);
ok = pData->D_projData.ptr;
if (!ok) {
cudaFree(pData->D_volumeData.ptr);
pData->D_volumeData.ptr = 0;
return false;
}
if (pData->useVolumeMask) {
pData->D_maskData = allocateVolumeData(pData->dims);
ok = pData->D_maskData.ptr;
if (!ok) {
cudaFree(pData->D_volumeData.ptr);
cudaFree(pData->D_projData.ptr);
pData->D_volumeData.ptr = 0;
pData->D_projData.ptr = 0;
return false;
}
}
if (pData->useSinogramMask) {
pData->D_smaskData = allocateProjectionData(pData->dims);
ok = pData->D_smaskData.ptr;
if (!ok) {
cudaFree(pData->D_volumeData.ptr);
cudaFree(pData->D_projData.ptr);
cudaFree(pData->D_maskData.ptr);
pData->D_volumeData.ptr = 0;
pData->D_projData.ptr = 0;
pData->D_maskData.ptr = 0;
return false;
}
}
pData->initialized = true;
return true;
}
bool AstraSIRT3d::setMinConstraint(float fMin)
{
if (!pData->initialized)
return false;
return pData->sirt.setMinConstraint(fMin);
}
bool AstraSIRT3d::setMaxConstraint(float fMax)
{
if (!pData->initialized)
return false;
return pData->sirt.setMaxConstraint(fMax);
}
bool AstraSIRT3d::setSinogram(const float* pfSinogram,
unsigned int iSinogramPitch)
{
if (!pData->initialized)
return false;
if (!pfSinogram)
return false;
bool ok = copyProjectionsToDevice(pfSinogram, pData->D_projData, pData->dims, iSinogramPitch);
if (!ok)
return false;
ok = pData->sirt.setBuffers(pData->D_volumeData, pData->D_projData);
if (!ok)
return false;
pData->setStartReconstruction = false;
return true;
}
bool AstraSIRT3d::setVolumeMask(const float* pfMask, unsigned int iMaskPitch)
{
if (!pData->initialized)
return false;
if (!pData->useVolumeMask)
return false;
if (!pfMask)
return false;
bool ok = copyVolumeToDevice(pfMask, pData->D_maskData,
pData->dims, iMaskPitch);
if (!ok)
return false;
ok = pData->sirt.setVolumeMask(pData->D_maskData);
if (!ok)
return false;
return true;
}
bool AstraSIRT3d::setSinogramMask(const float* pfMask, unsigned int iMaskPitch)
{
if (!pData->initialized)
return false;
if (!pData->useSinogramMask)
return false;
if (!pfMask)
return false;
bool ok = copyProjectionsToDevice(pfMask, pData->D_smaskData, pData->dims, iMaskPitch);
if (!ok)
return false;
ok = pData->sirt.setSinogramMask(pData->D_smaskData);
if (!ok)
return false;
return true;
}
bool AstraSIRT3d::setStartReconstruction(const float* pfReconstruction,
unsigned int iReconstructionPitch)
{
if (!pData->initialized)
return false;
if (!pfReconstruction)
return false;
bool ok = copyVolumeToDevice(pfReconstruction, pData->D_volumeData,
pData->dims, iReconstructionPitch);
if (!ok)
return false;
pData->setStartReconstruction = true;
return true;
}
bool AstraSIRT3d::iterate(unsigned int iIterations)
{
if (!pData->initialized)
return false;
if (!pData->setStartReconstruction)
zeroVolumeData(pData->D_volumeData, pData->dims);
bool ok = pData->sirt.iterate(iIterations);
if (!ok)
return false;
return true;
}
bool AstraSIRT3d::getReconstruction(float* pfReconstruction,
unsigned int iReconstructionPitch) const
{
if (!pData->initialized)
return false;
bool ok = copyVolumeFromDevice(pfReconstruction, pData->D_volumeData,
pData->dims, iReconstructionPitch);
if (!ok)
return false;
return true;
}
void AstraSIRT3d::signalAbort()
{
if (!pData->initialized)
return;
pData->sirt.signalAbort();
}
float AstraSIRT3d::computeDiffNorm()
{
if (!pData->initialized)
return 0.0f; // FIXME: Error?
return pData->sirt.computeDiffNorm();
}
class AstraCGLS3d_internal {
public:
SDimensions3D dims;
SProjectorParams3D params;
CUDAProjectionType3d projType;
float* angles;
float fOriginSourceDistance;
float fOriginDetectorDistance;
SConeProjection* projs;
SPar3DProjection* parprojs;
bool initialized;
bool setStartReconstruction;
bool useVolumeMask;
bool useSinogramMask;
// Input/output
cudaPitchedPtr D_projData;
cudaPitchedPtr D_volumeData;
cudaPitchedPtr D_maskData;
cudaPitchedPtr D_smaskData;
CGLS cgls;
};
AstraCGLS3d::AstraCGLS3d()
{
pData = new AstraCGLS3d_internal();
pData->angles = 0;
pData->D_projData.ptr = 0;
pData->D_volumeData.ptr = 0;
pData->D_maskData.ptr = 0;
pData->D_smaskData.ptr = 0;
pData->dims.iVolX = 0;
pData->dims.iVolY = 0;
pData->dims.iVolZ = 0;
pData->dims.iProjAngles = 0;
pData->dims.iProjU = 0;
pData->dims.iProjV = 0;
pData->projs = 0;
pData->parprojs = 0;
pData->initialized = false;
pData->setStartReconstruction = false;
pData->useVolumeMask = false;
pData->useSinogramMask = false;
}
AstraCGLS3d::~AstraCGLS3d()
{
delete[] pData->angles;
pData->angles = 0;
delete[] pData->projs;
pData->projs = 0;
delete[] pData->parprojs;
pData->parprojs = 0;
cudaFree(pData->D_projData.ptr);
pData->D_projData.ptr = 0;
cudaFree(pData->D_volumeData.ptr);
pData->D_volumeData.ptr = 0;
cudaFree(pData->D_maskData.ptr);
pData->D_maskData.ptr = 0;
cudaFree(pData->D_smaskData.ptr);
pData->D_smaskData.ptr = 0;
delete pData;
pData = 0;
}
bool AstraCGLS3d::setGeometry(const CVolumeGeometry3D* pVolGeom,
const CProjectionGeometry3D* pProjGeom)
{
if (pData->initialized)
return false;
bool ok = convertAstraGeometry_dims(pVolGeom, pProjGeom, pData->dims);
if (!ok)
return false;
pData->projs = 0;
pData->parprojs = 0;
ok = convertAstraGeometry(pVolGeom, pProjGeom,
pData->parprojs, pData->projs,
pData->params);
if (!ok)
return false;
if (pData->projs) {
assert(pData->parprojs == 0);
pData->projType = PROJ_CONE;
} else {
assert(pData->parprojs != 0);
pData->projType = PROJ_PARALLEL;
}
return true;
}
bool AstraCGLS3d::enableSuperSampling(unsigned int iVoxelSuperSampling,
unsigned int iDetectorSuperSampling)
{
if (pData->initialized)
return false;
if (iVoxelSuperSampling == 0 || iDetectorSuperSampling == 0)
return false;
pData->params.iRaysPerVoxelDim = iVoxelSuperSampling;
pData->params.iRaysPerDetDim = iDetectorSuperSampling;
return true;
}
bool AstraCGLS3d::enableVolumeMask()
{
if (pData->initialized)
return false;
bool ok = pData->cgls.enableVolumeMask();
pData->useVolumeMask = ok;
return ok;
}
#if 0
bool AstraCGLS3d::enableSinogramMask()
{
if (pData->initialized)
return false;
bool ok = pData->cgls.enableSinogramMask();
pData->useSinogramMask = ok;
return ok;
}
#endif
bool AstraCGLS3d::setGPUIndex(int index)
{
if (index != -1) {
cudaSetDevice(index);
cudaError_t err = cudaGetLastError();
// Ignore errors caused by calling cudaSetDevice multiple times
if (err != cudaSuccess && err != cudaErrorSetOnActiveProcess)
return false;
}
return true;
}
bool AstraCGLS3d::init()
{
if (pData->initialized)
return false;
if (pData->dims.iVolX == 0 || pData->dims.iProjAngles == 0)
return false;
bool ok;
if (pData->projType == PROJ_PARALLEL) {
ok = pData->cgls.setPar3DGeometry(pData->dims, pData->parprojs, pData->params);
} else {
ok = pData->cgls.setConeGeometry(pData->dims, pData->projs, pData->params);
}
if (!ok)
return false;
ok = pData->cgls.init();
if (!ok)
return false;
pData->D_volumeData = allocateVolumeData(pData->dims);
ok = pData->D_volumeData.ptr;
if (!ok)
return false;
pData->D_projData = allocateProjectionData(pData->dims);
ok = pData->D_projData.ptr;
if (!ok) {
cudaFree(pData->D_volumeData.ptr);
pData->D_volumeData.ptr = 0;
return false;
}
if (pData->useVolumeMask) {
pData->D_maskData = allocateVolumeData(pData->dims);
ok = pData->D_maskData.ptr;
if (!ok) {
cudaFree(pData->D_volumeData.ptr);
cudaFree(pData->D_projData.ptr);
pData->D_volumeData.ptr = 0;
pData->D_projData.ptr = 0;
return false;
}
}
if (pData->useSinogramMask) {
pData->D_smaskData = allocateProjectionData(pData->dims);
ok = pData->D_smaskData.ptr;
if (!ok) {
cudaFree(pData->D_volumeData.ptr);
cudaFree(pData->D_projData.ptr);
cudaFree(pData->D_maskData.ptr);
pData->D_volumeData.ptr = 0;
pData->D_projData.ptr = 0;
pData->D_maskData.ptr = 0;
return false;
}
}
pData->initialized = true;
return true;
}
#if 0
bool AstraCGLS3d::setMinConstraint(float fMin)
{
if (!pData->initialized)
return false;
return pData->cgls.setMinConstraint(fMin);
}
bool AstraCGLS3d::setMaxConstraint(float fMax)
{
if (!pData->initialized)
return false;
return pData->cgls.setMaxConstraint(fMax);
}
#endif
bool AstraCGLS3d::setSinogram(const float* pfSinogram,
unsigned int iSinogramPitch)
{
if (!pData->initialized)
return false;
if (!pfSinogram)
return false;
bool ok = copyProjectionsToDevice(pfSinogram, pData->D_projData, pData->dims, iSinogramPitch);
if (!ok)
return false;
ok = pData->cgls.setBuffers(pData->D_volumeData, pData->D_projData);
if (!ok)
return false;
pData->setStartReconstruction = false;
return true;
}
bool AstraCGLS3d::setVolumeMask(const float* pfMask, unsigned int iMaskPitch)
{
if (!pData->initialized)
return false;
if (!pData->useVolumeMask)
return false;
if (!pfMask)
return false;
bool ok = copyVolumeToDevice(pfMask, pData->D_maskData,
pData->dims, iMaskPitch);
if (!ok)
return false;
ok = pData->cgls.setVolumeMask(pData->D_maskData);
if (!ok)
return false;
return true;
}
#if 0
bool AstraCGLS3d::setSinogramMask(const float* pfMask, unsigned int iMaskPitch)
{
if (!pData->initialized)
return false;
if (!pData->useSinogramMask)
return false;
if (!pfMask)
return false;
bool ok = copyProjectionsToDevice(pfMask, pData->D_smaskData, pData->dims, iMaskPitch);
if (!ok)
return false;
ok = pData->cgls.setSinogramMask(pData->D_smaskData);
if (!ok)
return false;
return true;
}
#endif
bool AstraCGLS3d::setStartReconstruction(const float* pfReconstruction,
unsigned int iReconstructionPitch)
{
if (!pData->initialized)
return false;
if (!pfReconstruction)
return false;
bool ok = copyVolumeToDevice(pfReconstruction, pData->D_volumeData,
pData->dims, iReconstructionPitch);
if (!ok)
return false;
pData->setStartReconstruction = true;
return true;
}
bool AstraCGLS3d::iterate(unsigned int iIterations)
{
if (!pData->initialized)
return false;
if (!pData->setStartReconstruction)
zeroVolumeData(pData->D_volumeData, pData->dims);
bool ok = pData->cgls.iterate(iIterations);
if (!ok)
return false;
return true;
}
bool AstraCGLS3d::getReconstruction(float* pfReconstruction,
unsigned int iReconstructionPitch) const
{
if (!pData->initialized)
return false;
bool ok = copyVolumeFromDevice(pfReconstruction, pData->D_volumeData,
pData->dims, iReconstructionPitch);
if (!ok)
return false;
return true;
}
void AstraCGLS3d::signalAbort()
{
if (!pData->initialized)
return;
pData->cgls.signalAbort();
}
float AstraCGLS3d::computeDiffNorm()
{
if (!pData->initialized)
return 0.0f; // FIXME: Error?
return pData->cgls.computeDiffNorm();
}
bool astraCudaFP(const float* pfVolume, float* pfProjections,
const CVolumeGeometry3D* pVolGeom,
const CProjectionGeometry3D* pProjGeom,
int iGPUIndex, int iDetectorSuperSampling,
Cuda3DProjectionKernel projKernel)
{
SDimensions3D dims;
SProjectorParams3D params;
params.iRaysPerDetDim = iDetectorSuperSampling;
bool ok = convertAstraGeometry_dims(pVolGeom, pProjGeom, dims);
if (!ok)
return false;
if (iDetectorSuperSampling == 0)
return false;
SPar3DProjection* pParProjs;
SConeProjection* pConeProjs;
ok = convertAstraGeometry(pVolGeom, pProjGeom,
pParProjs, pConeProjs,
params);
if (iGPUIndex != -1) {
cudaSetDevice(iGPUIndex);
cudaError_t err = cudaGetLastError();
// Ignore errors caused by calling cudaSetDevice multiple times
if (err != cudaSuccess && err != cudaErrorSetOnActiveProcess)
return false;
}
cudaPitchedPtr D_volumeData = allocateVolumeData(dims);
ok = D_volumeData.ptr;
if (!ok)
return false;
cudaPitchedPtr D_projData = allocateProjectionData(dims);
ok = D_projData.ptr;
if (!ok) {
cudaFree(D_volumeData.ptr);
return false;
}
ok &= copyVolumeToDevice(pfVolume, D_volumeData, dims, dims.iVolX);
ok &= zeroProjectionData(D_projData, dims);
if (!ok) {
cudaFree(D_volumeData.ptr);
cudaFree(D_projData.ptr);
return false;
}
if (pParProjs) {
switch (projKernel) {
case ker3d_default:
ok &= Par3DFP(D_volumeData, D_projData, dims, pParProjs, params);
break;
case ker3d_sum_square_weights:
ok &= Par3DFP_SumSqW(D_volumeData, D_projData, dims, pParProjs, params);
break;
default:
assert(false);
}
} else {
switch (projKernel) {
case ker3d_default:
ok &= ConeFP(D_volumeData, D_projData, dims, pConeProjs, params);
break;
default:
assert(false);
}
}
ok &= copyProjectionsFromDevice(pfProjections, D_projData,
dims, dims.iProjU);
cudaFree(D_volumeData.ptr);
cudaFree(D_projData.ptr);
return ok;
}
bool astraCudaBP(float* pfVolume, const float* pfProjections,
const CVolumeGeometry3D* pVolGeom,
const CProjectionGeometry3D* pProjGeom,
int iGPUIndex, int iVoxelSuperSampling)
{
SDimensions3D dims;
SProjectorParams3D params;
params.iRaysPerVoxelDim = iVoxelSuperSampling;
bool ok = convertAstraGeometry_dims(pVolGeom, pProjGeom, dims);
if (!ok)
return false;
SPar3DProjection* pParProjs;
SConeProjection* pConeProjs;
ok = convertAstraGeometry(pVolGeom, pProjGeom,
pParProjs, pConeProjs,
params);
if (iGPUIndex != -1) {
cudaSetDevice(iGPUIndex);
cudaError_t err = cudaGetLastError();
// Ignore errors caused by calling cudaSetDevice multiple times
if (err != cudaSuccess && err != cudaErrorSetOnActiveProcess) {
delete[] pParProjs;
delete[] pConeProjs;
return false;
}
}
cudaPitchedPtr D_volumeData = allocateVolumeData(dims);
ok = D_volumeData.ptr;
if (!ok) {
delete[] pParProjs;
delete[] pConeProjs;
return false;
}
cudaPitchedPtr D_projData = allocateProjectionData(dims);
ok = D_projData.ptr;
if (!ok) {
delete[] pParProjs;
delete[] pConeProjs;
cudaFree(D_volumeData.ptr);
return false;
}
ok &= copyProjectionsToDevice(pfProjections, D_projData,
dims, dims.iProjU);
ok &= zeroVolumeData(D_volumeData, dims);
if (!ok) {
delete[] pParProjs;
delete[] pConeProjs;
cudaFree(D_volumeData.ptr);
cudaFree(D_projData.ptr);
return false;
}
if (pParProjs)
ok &= Par3DBP(D_volumeData, D_projData, dims, pParProjs, params);
else
ok &= ConeBP(D_volumeData, D_projData, dims, pConeProjs, params);
ok &= copyVolumeFromDevice(pfVolume, D_volumeData, dims, dims.iVolX);
delete[] pParProjs;
delete[] pConeProjs;
cudaFree(D_volumeData.ptr);
cudaFree(D_projData.ptr);
return ok;
}
// This computes the column weights, divides by them, and adds the
// result to the current volume. This is both more expensive and more
// GPU memory intensive than the regular BP, but allows saving system RAM.
bool astraCudaBP_SIRTWeighted(float* pfVolume,
const float* pfProjections,
const CVolumeGeometry3D* pVolGeom,
const CProjectionGeometry3D* pProjGeom,
int iGPUIndex, int iVoxelSuperSampling)
{
SDimensions3D dims;
SProjectorParams3D params;
params.iRaysPerVoxelDim = iVoxelSuperSampling;
bool ok = convertAstraGeometry_dims(pVolGeom, pProjGeom, dims);
if (!ok)
return false;
SPar3DProjection* pParProjs;
SConeProjection* pConeProjs;
ok = convertAstraGeometry(pVolGeom, pProjGeom,
pParProjs, pConeProjs,
params);
if (iGPUIndex != -1) {
cudaSetDevice(iGPUIndex);
cudaError_t err = cudaGetLastError();
// Ignore errors caused by calling cudaSetDevice multiple times
if (err != cudaSuccess && err != cudaErrorSetOnActiveProcess) {
delete[] pParProjs;
delete[] pConeProjs;
return false;
}
}
cudaPitchedPtr D_pixelWeight = allocateVolumeData(dims);
ok = D_pixelWeight.ptr;
if (!ok) {
delete[] pParProjs;
delete[] pConeProjs;
return false;
}
cudaPitchedPtr D_volumeData = allocateVolumeData(dims);
ok = D_volumeData.ptr;
if (!ok) {
delete[] pParProjs;
delete[] pConeProjs;
cudaFree(D_pixelWeight.ptr);
return false;
}
cudaPitchedPtr D_projData = allocateProjectionData(dims);
ok = D_projData.ptr;
if (!ok) {
delete[] pParProjs;
delete[] pConeProjs;
cudaFree(D_pixelWeight.ptr);
cudaFree(D_volumeData.ptr);
return false;
}
// Compute weights
ok &= zeroVolumeData(D_pixelWeight, dims);
processSino3D(D_projData, 1.0f, dims);
if (pParProjs)
ok &= Par3DBP(D_pixelWeight, D_projData, dims, pParProjs, params);
else
ok &= ConeBP(D_pixelWeight, D_projData, dims, pConeProjs, params);
processVol3D(D_pixelWeight, dims);
if (!ok) {
delete[] pParProjs;
delete[] pConeProjs;
cudaFree(D_pixelWeight.ptr);
cudaFree(D_volumeData.ptr);
cudaFree(D_projData.ptr);
return false;
}
ok &= copyProjectionsToDevice(pfProjections, D_projData,
dims, dims.iProjU);
ok &= zeroVolumeData(D_volumeData, dims);
// Do BP into D_volumeData
if (pParProjs)
ok &= Par3DBP(D_volumeData, D_projData, dims, pParProjs, params);
else
ok &= ConeBP(D_volumeData, D_projData, dims, pConeProjs, params);
// Multiply with weights
processVol3D(D_volumeData, D_pixelWeight, dims);
// Upload previous iterate to D_pixelWeight...
ok &= copyVolumeToDevice(pfVolume, D_pixelWeight, dims, dims.iVolX);
if (!ok) {
cudaFree(D_pixelWeight.ptr);
cudaFree(D_volumeData.ptr);
cudaFree(D_projData.ptr);
return false;
}
// ...and add it to the weighted BP
processVol3D(D_volumeData, D_pixelWeight, dims);
// Then copy the result back
ok &= copyVolumeFromDevice(pfVolume, D_volumeData, dims, dims.iVolX);
cudaFree(D_pixelWeight.ptr);
cudaFree(D_volumeData.ptr);
cudaFree(D_projData.ptr);
delete[] pParProjs;
delete[] pConeProjs;
return ok;
}
_AstraExport void uploadMultipleProjections(CFloat32ProjectionData3DGPU *proj,
const float *data,
unsigned int y_min, unsigned int y_max)
{
astraCUDA3d::MemHandle3D hnd = proj->getHandle();
astraCUDA3d::SDimensions3D dims1;
dims1.iProjU = proj->getDetectorColCount();
dims1.iProjV = proj->getDetectorRowCount();
dims1.iProjAngles = y_max - y_min + 1;
cudaPitchedPtr D_proj = allocateProjectionData(dims1);
bool ok = copyProjectionsToDevice(data, D_proj, dims1);
if (!ok)
ASTRA_ERROR("Failed to upload projection to GPU");
astraCUDA3d::MemHandle3D hnd1 = astraCUDA3d::wrapHandle(
(float *)D_proj.ptr,
dims1.iProjU, dims1.iProjAngles, dims1.iProjV,
D_proj.pitch / sizeof(float));
astraCUDA3d::SSubDimensions3D subdims;
subdims.nx = dims1.iProjU;
subdims.ny = proj->getAngleCount();
subdims.nz = dims1.iProjV;
subdims.pitch = D_proj.pitch / sizeof(float); // FIXME: Pitch for wrong obj!
subdims.subnx = dims1.iProjU;
subdims.subny = dims1.iProjAngles;
subdims.subnz = dims1.iProjV;
subdims.subx = 0;
subdims.suby = y_min;
subdims.subz = 0;
ok = astraCUDA3d::copyIntoArray(hnd, hnd1, subdims);
if (!ok)
ASTRA_ERROR("Failed to copy projection into 3d data");
cudaFree(D_proj.ptr);
}
}